Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "36" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 211 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 206 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.396757 | -0.983352 | 1.398109 | 1.097970 | -0.567653 | 0.071625 | -0.220707 | 0.378091 | 0.0806 | 0.0752 | 0.0073 | 1.250651 | 1.251320 |
| 2459593 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.090038 | -1.452553 | 2.180569 | 0.707498 | 0.003315 | 0.422044 | -0.906496 | -0.597991 | 0.0913 | 0.0857 | 0.0100 | 1.229928 | 1.227971 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.686341 | -0.675757 | 0.129744 | -0.498762 | -0.166210 | 0.557392 | -1.896426 | -0.058871 | 0.0280 | 0.0276 | 0.0006 | nan | nan |
| 2459591 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.072171 | -1.724707 | 2.769801 | 1.499540 | -0.059621 | 0.263208 | -1.211819 | -0.334426 | 0.0905 | 0.0888 | 0.0118 | 1.192252 | 1.191909 |
| 2459590 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.158933 | -1.347746 | 2.336858 | 0.873845 | -0.028968 | -0.093714 | -0.831394 | -0.013382 | 0.0938 | 0.0870 | 0.0121 | 1.235178 | 1.232897 |
| 2459589 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.148383 | -1.615386 | 1.869355 | 0.698623 | -0.030655 | -0.485133 | 0.737673 | -0.021853 | 0.0859 | 0.0755 | 0.0095 | 1.229216 | 1.228998 |
| 2459588 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.599867 | -0.895122 | 2.725878 | 0.764442 | -0.476203 | -0.129729 | -0.380518 | -0.435670 | 0.0518 | 0.0656 | 0.0042 | 1.218426 | 1.216398 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 0.343004 | -1.389096 | 5.054516 | 2.518009 | 2.239540 | 0.912839 | -0.946688 | 0.328935 | nan | nan | nan | 4.742597 | 1.090199 |
| 2459586 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.158488 | -0.954925 | 0.739154 | -0.351054 | -0.258026 | -0.830762 | -1.149024 | -0.380678 | 0.0930 | 0.0798 | 0.0121 | 1.217626 | 1.218888 |
| 2459585 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.802090 | -0.828779 | 0.678121 | -0.505224 | 0.135268 | -0.913328 | -1.697221 | -0.336008 | 0.0302 | 0.0306 | 0.0014 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.376645 | 0.585070 | 7.172106 | 2.653824 | 18.816724 | 9.900425 | -0.293521 | 0.453148 | 0.0793 | 0.0710 | 0.0106 | 3.381914 | 0.849578 |
| 2459583 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.933695 | -0.527798 | 3.769343 | 1.600324 | 1.145992 | -0.264212 | -1.113197 | -0.469718 | 0.0939 | 0.0819 | 0.0128 | 1.329753 | 1.333241 |
| 2459582 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.898275 | -0.703074 | 3.650232 | 1.425862 | 1.902764 | 0.258491 | -0.724338 | -0.528358 | 0.0559 | 0.0652 | 0.0043 | 1.261649 | 1.265232 |
| 2459581 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.154534 | -0.537146 | 3.311513 | 1.772100 | 1.325073 | 0.478446 | -1.090405 | -0.666881 | 0.0907 | 0.0763 | 0.0116 | 1.186489 | 1.195325 |
| 2459580 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.170357 | -0.281788 | 4.252675 | 1.894394 | 2.144775 | 0.315500 | -0.923492 | 0.358891 | 0.0578 | 0.0674 | 0.0051 | 1.304690 | 1.306036 |
| 2459579 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.256911 | -0.378617 | 4.883062 | 2.092113 | 1.900496 | 0.416754 | -1.123485 | 0.305593 | 0.0910 | 0.0677 | 0.0105 | 1.241794 | 1.242111 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.004153 | 0.681916 | 0.618808 | 0.703753 | -0.722906 | 1.035409 | -0.542257 | -0.548295 | 0.0284 | 0.0277 | 0.0006 | nan | nan |
| 2459577 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459576 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.853374 | -0.770681 | 2.304442 | 0.834871 | 1.814416 | -0.550388 | -0.781688 | -0.530361 | 0.0992 | 0.0717 | 0.0119 | 1.203451 | 1.206529 |
| 2459575 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.904022 | -1.072129 | 2.472656 | 0.782053 | 1.533783 | -0.271435 | 2.005543 | 0.316752 | 0.0952 | 0.0701 | 0.0084 | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.757412 | -0.852422 | 2.115586 | 0.587683 | 1.437947 | 0.207741 | -1.057179 | -0.753797 | 0.0921 | 0.0743 | 0.0112 | 1.223500 | 1.229764 |
| 2459573 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.449064 | -0.654995 | 5.096201 | 2.405627 | 2.003915 | -0.306872 | -1.277672 | -0.197094 | 0.0937 | 0.0756 | 0.0120 | 0.000000 | 0.000000 |
| 2459572 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.860545 | -0.988615 | 2.354310 | 0.838013 | 1.142991 | -0.351539 | -1.139824 | 1.357606 | 0.0979 | 0.0824 | 0.0125 | 1.323349 | 1.327963 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.093729 | 0.657363 | 0.713644 | 0.626064 | -0.159721 | 0.693578 | -0.602076 | -0.449061 | 0.0292 | 0.0283 | 0.0009 | nan | nan |
| 2459570 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.243115 | 0.087550 | 0.265080 | 0.142483 | 0.022851 | -0.022851 | -1.230160 | -0.832033 | 0.0801 | 0.0836 | 0.0117 | 1.214242 | 1.213187 |
| 2459569 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.244869 | -0.899521 | 2.621250 | 1.092997 | 1.293038 | 0.006159 | 1.776503 | 0.691615 | 0.0915 | 0.0726 | 0.0069 | 1.264232 | 1.270583 |
| 2459566 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.986483 | -0.694749 | 3.414373 | 1.521998 | 1.718998 | 0.511007 | -1.230865 | -0.388151 | 0.0877 | 0.0756 | 0.0108 | -0.000000 | -0.000000 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | -0.458228 | -0.458228 | -0.411532 | -0.411532 | -0.677191 | -0.677191 | -0.808887 | -0.808887 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.029774 | -0.951693 | -2.264301 | -1.545835 | 4.586210 | 1.222683 | -0.514188 | 0.975913 | 0.0915 | 0.0804 | 0.0090 | 1.212389 | 1.217878 |
| 2459563 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.136778 | -0.598240 | 1.069571 | 0.315278 | 0.210443 | 0.712377 | -0.716145 | 1.279786 | 0.0955 | 0.0837 | 0.0104 | 1.156012 | 1.153183 |
| 2459562 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.728335 | -1.447307 | -2.476015 | -1.449305 | -1.401962 | -0.083388 | -0.718534 | 0.199902 | 0.0999 | 0.0850 | 0.0106 | 1.225657 | 1.231436 |
| 2459561 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.491820 | -1.646815 | -2.412782 | -1.587369 | -1.162387 | 0.004544 | -1.170719 | 0.472605 | 0.0849 | 0.0751 | 0.0066 | 1.262714 | 1.272530 |
| 2459560 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.675949 | -1.309921 | -2.407737 | -1.574691 | -0.962617 | -0.173947 | -0.629017 | 0.240993 | 0.0942 | 0.0779 | 0.0109 | 1.266448 | 1.276066 |
| 2459559 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.594872 | -1.466569 | -2.341179 | -1.729365 | -1.246520 | -0.286281 | -0.717785 | -0.473690 | 0.0867 | 0.0630 | 0.0076 | 1.217535 | 1.221413 |
| 2459558 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.212445 | -0.396882 | 4.261406 | 1.640861 | 1.646563 | -0.265290 | -0.950706 | 0.074700 | 0.0951 | 0.0803 | 0.0093 | 1.215157 | 1.216192 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0295 | 0.0284 | 0.0009 | nan | nan |
| 2459556 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.288710 | -0.309611 | 4.443470 | 1.648870 | 1.884656 | 0.064342 | -1.600455 | 0.286458 | 0.0760 | 0.0720 | 0.0049 | 1.195322 | 1.194213 |
| 2459554 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0935 | 0.0779 | 0.0096 | nan | nan |
| 2459553 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0730 | 0.0613 | 0.0044 | nan | nan |
| 2459552 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.235106 | -0.263527 | 5.893707 | 3.452512 | 3.635224 | 0.291238 | -0.861321 | -0.516960 | 0.0835 | 0.0697 | 0.0090 | 10.650549 | 8.694952 |
| 2459551 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.975301 | -1.273548 | -2.889691 | -1.924033 | -1.844858 | -0.475292 | -0.809596 | -0.256375 | 0.0836 | 0.0827 | 0.0098 | 1.222490 | 1.226173 |
| 2459550 | digital_ok | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0465 | 0.0466 | 0.0012 | nan | nan |
| 2459549 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.184586 | -0.109931 | 4.089567 | 1.822460 | 2.135293 | 0.321830 | -0.981635 | -0.055804 | 0.0820 | 0.0773 | 0.0097 | 1.204293 | 1.203906 |
| 2459542 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.795837 | -0.386813 | 2.996621 | 1.751947 | 2.944419 | 0.580256 | -0.832234 | 0.518261 | 0.0881 | 0.0802 | 0.0097 | 1.206385 | 1.204818 |
| 2459541 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.747935 | -0.856250 | 5.339804 | 2.393069 | 2.796455 | 1.126064 | 1.305105 | 0.628474 | 0.0957 | 0.0798 | 0.0102 | 1.236867 | 1.233290 |
| 2459540 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.420484 | -1.326095 | -1.207565 | -1.640715 | -2.412177 | -1.592340 | -1.254082 | -0.494189 | 0.0925 | 0.0752 | 0.0121 | 1.225235 | 1.221874 |
| 2459536 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.288711 | -0.476313 | 7.008460 | 3.995263 | 5.372888 | 1.750769 | -0.288570 | 0.734509 | 0.0909 | 0.0761 | 0.0130 | 1.156993 | 1.153868 |
| 2459535 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.159010 | -0.961558 | -1.365640 | -1.527331 | -2.704989 | -1.460572 | -0.972264 | -0.387270 | 0.1125 | 0.0850 | 0.0190 | 1.263265 | 1.258411 |
| 2459534 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.139243 | -1.138112 | -2.261438 | -1.508379 | -1.698134 | -0.866012 | -0.570647 | 0.169871 | 0.1061 | 0.0759 | 0.0101 | 1.217692 | 1.214425 |
| 2459533 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.661579 | 0.135755 | 4.399465 | 2.095251 | 1.959929 | 0.983327 | -1.308882 | 0.401044 | 0.0898 | 0.0752 | 0.0097 | 1.229614 | 1.228391 |
| 2459532 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.052891 | 0.177146 | 5.879834 | 2.667736 | 2.950968 | 1.319523 | -1.210708 | 0.035819 | 0.0918 | 0.0745 | 0.0113 | 1.261824 | 1.259153 |
| 2459530 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.497672 | -1.449648 | -2.189137 | -1.439578 | -1.591294 | -0.355265 | -0.604327 | 0.892911 | 0.1162 | 0.0777 | 0.0144 | 1.274190 | 1.268300 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.828734 | -0.801141 | 4.835377 | 2.400062 | 5.627741 | 1.642577 | -1.078857 | 0.103485 | 0.0910 | 0.0794 | 0.0059 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 1.925134 | -1.495759 | 5.503757 | 2.981073 | 29.079879 | 29.434814 | 13.853501 | 15.660685 | nan | nan | nan | 1.480896 | 1.487515 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.011065 | 0.700029 | 6.082112 | 3.246035 | 0.364557 | 9.440842 | -0.616756 | 3.485176 | 0.0910 | 0.0820 | 0.0059 | 1.238075 | 1.239812 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.338764 | 0.705573 | 0.342801 | 0.012843 | 0.321016 | 2.256077 | -0.623624 | -0.094174 | 0.0317 | 0.0331 | 0.0015 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 0.308317 | -0.844706 | 3.815248 | 1.373077 | 2.987127 | 1.685477 | 2.488131 | 0.951811 | 0.9071 | 0.9567 | 0.1815 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.358531 | -1.301140 | 4.921500 | 1.463200 | 3.103044 | 4.717749 | -0.308719 | 0.942311 | 0.8884 | 0.8533 | 0.2055 | 10.202640 | 8.704844 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 2.360788 | 0.153566 | 5.343127 | 2.658107 | 7.837973 | 3.851209 | -0.629796 | -0.616247 | 0.8479 | 0.8556 | 0.4947 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶htmls_to_display = []
for am_html in auto_metric_htmls:
html_to_display = ''
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
htmls_to_display.append(html_to_display)
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.
for i, html_to_display in enumerate(htmls_to_display):
if i == 100:
break
display(HTML(html_to_display))
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | ee Shape | 6.494450 | 6.494450 | 6.443215 | 0.575854 | 3.073899 | 0.496300 | 0.895368 | 0.016579 | 0.536561 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 8.647693 | 7.662615 | 8.647693 | 0.247732 | 5.611653 | 0.700603 | 4.694400 | 2.036255 | 6.983990 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 6.625710 | 5.694540 | 6.625710 | 0.235318 | 3.689106 | -0.462337 | 1.334239 | 0.062543 | 2.012244 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 3.093088 | 3.093088 | 3.031791 | 2.920714 | 0.160698 | 2.357444 | 0.323153 | 1.860953 | 0.017225 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 7.097983 | 6.403238 | 7.097983 | 0.620409 | 3.279625 | 0.800961 | 3.171318 | 0.115085 | 1.308130 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 5.401082 | 4.935034 | 5.401082 | 0.424332 | 2.865700 | 1.000662 | 1.797194 | 0.111713 | 1.403854 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 7.929109 | 7.929109 | 7.241978 | 3.680550 | 0.823238 | 2.960117 | -0.214195 | 1.750279 | 0.384895 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 9.075471 | 8.466155 | 9.075471 | 2.199739 | 8.215994 | 2.337171 | 3.384091 | 0.540276 | 2.020041 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Temporal Variability | 9.235612 | 8.455302 | 8.603454 | 0.810866 | 7.117959 | 1.208559 | 9.235612 | -0.017883 | 1.880978 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Temporal Discontinuties | 17.003544 | 6.607266 | 6.953956 | 0.667693 | 3.573773 | 2.109381 | 2.253013 | 4.444191 | 17.003544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 6.614717 | 5.905419 | 6.614717 | 0.624666 | 4.631649 | 1.032388 | 2.658566 | 0.998915 | 4.625563 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | ee Temporal Variability | 5.601688 | 1.269596 | -0.370954 | 1.552264 | 3.381760 | 5.601688 | -0.292083 | 2.054056 | 3.420302 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | Not Found | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 8.005758 | 2.553197 | 0.070486 | 3.939342 | 8.005758 | 0.989996 | 2.261420 | 2.527548 | 5.000948 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 10.386519 | 7.380570 | 8.200713 | 0.993976 | 10.386519 | 3.389621 | 5.432815 | 0.987080 | 4.999073 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 4.329991 | 4.329991 | 4.008609 | 3.403009 | -0.150306 | 3.124614 | 0.004520 | 2.975214 | 0.153535 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 3.420889 | -0.535626 | 1.695542 | 3.420889 | 1.243119 | 0.079075 | 1.197130 | 2.584245 | 0.807170 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 3.311812 | -0.416847 | 1.351671 | 3.311812 | 1.162743 | -0.312146 | -0.447787 | 2.313811 | 0.963686 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 3.943528 | -0.400944 | 1.830116 | 3.943528 | 1.380540 | 0.198130 | 0.951005 | 2.848228 | 1.558448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Temporal Variability | 12.845718 | 8.988103 | 8.464804 | 8.626704 | 0.802733 | 12.845718 | 2.221470 | 3.540345 | 0.846802 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 3.265411 | 1.121993 | -0.416043 | 1.342332 | 3.265411 | 0.198302 | 0.701483 | 1.161157 | 2.120993 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 3.467005 | -0.375021 | 0.801061 | 3.467005 | 1.647326 | 0.319171 | -0.137526 | 1.393840 | 0.338795 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Temporal Discontinuties | 2.701130 | -0.341116 | 0.538789 | 2.311282 | 0.926517 | 0.770712 | 0.831650 | 2.701130 | 1.053598 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 3.173592 | -0.299766 | 1.248376 | 3.173592 | 1.443456 | 1.466203 | 0.294727 | 3.050177 | 1.448399 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 2.578318 | -0.446608 | 0.600888 | 2.578318 | 0.961393 | -0.551881 | -0.291090 | 1.465044 | 0.488067 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Shape | 9.483995 | 8.722846 | 9.483995 | 1.224709 | 7.901267 | 1.363291 | 6.156356 | 1.877477 | 7.067416 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | ee Temporal Variability | 3.303638 | 0.409658 | -0.395678 | 1.503562 | 2.886143 | 3.303638 | 0.960050 | 0.130448 | 0.495413 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 2.157505 | -0.452140 | 0.564986 | 2.157505 | 0.960107 | -0.331300 | 0.511036 | 1.760988 | 0.803107 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | ee Temporal Variability | 5.328450 | 1.238480 | -0.276183 | 1.775183 | 3.674661 | 5.328450 | 3.818125 | 1.707301 | 3.825176 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 2.598802 | 1.256342 | -0.337401 | 1.211136 | 2.598802 | 1.734841 | 0.787316 | 0.755185 | 2.510498 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Temporal Discontinuties | 2.732704 | 0.855422 | -0.388311 | 0.986998 | 2.231150 | 1.014769 | 0.574598 | 1.343741 | 2.732704 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | ee Shape | 7.229257 | 7.229257 | 7.096477 | 0.320564 | 6.308729 | 0.662320 | 5.839106 | 0.727735 | 4.072310 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 2.808050 | -0.353071 | 1.264164 | 2.808050 | 1.525658 | 0.027951 | 0.370914 | 2.444276 | 0.877615 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 6.771375 | 5.583377 | 5.043237 | 6.771375 | 1.054467 | 5.562605 | 0.638519 | 2.044096 | 1.117354 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Power | 0.650831 | -0.035573 | 0.324524 | 0.650831 | 0.267125 | -0.084269 | -0.512733 | 0.058036 | -0.288201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | RF_maintenance | nn Temporal Variability | 2.687375 | 0.171257 | 0.604160 | 0.298291 | 0.116875 | 2.687375 | 0.430144 | 0.382824 | 0.029312 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | ee Shape | 6.019644 | 6.019644 | 5.455059 | 0.285923 | 4.621566 | 0.647087 | 3.542857 | 1.542527 | 5.851956 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | ee Shape | 0.799435 | 0.749506 | 0.799435 | -1.245085 | -1.507672 | -1.278223 | -1.354605 | -0.386417 | -0.493877 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | nn Temporal Variability | 229.348294 | 4.320357 | -0.287776 | 12.476736 | -0.712646 | 229.348294 | 29.592684 | 1.835415 | -0.319145 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | nn Temporal Variability | 1.779790 | -0.625683 | 0.385183 | -0.996046 | -0.626924 | 1.779790 | -0.726756 | 0.276074 | -0.248001 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | nn Temporal Variability | 23.812727 | -0.217500 | 0.798614 | -0.560246 | -0.136475 | 23.812727 | -0.280479 | 0.727785 | 0.309058 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | ee Temporal Variability | 1.548811 | -0.090037 | -1.402489 | 0.128451 | -1.233922 | 1.548811 | 0.776321 | -0.380092 | 1.048119 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | ee Temporal Variability | 1.858920 | -1.285967 | -0.076858 | -0.643386 | -0.709981 | 1.249492 | 1.858920 | 1.088594 | -0.059058 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | ee Temporal Variability | -3.032516 | -4.225913 | -4.225913 | -3.647070 | -3.647070 | -3.032516 | -3.032516 | -3.322239 | -3.322239 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | nn Power | -0.663106 | -0.674491 | -0.674491 | -0.663106 | -0.663106 | -0.674491 | -0.674491 | -0.674491 | -0.674491 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | ee Shape | 0.326642 | 0.326642 | 0.326642 | 0.250536 | 0.250536 | 0.099293 | 0.099293 | 0.049613 | 0.049613 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | N03 | digital_ok | nn Temporal Discontinuties | -0.102337 | -1.373275 | -0.778728 | -0.668398 | -0.418221 | -0.762679 | -0.537996 | -0.102337 | -0.996679 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 0.642297 | 0.088840 | -1.500731 | 0.308290 | -0.448663 | -0.000091 | 0.642297 | 0.155957 | -0.333612 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 1.114854 | -0.131459 | -0.835947 | -0.168299 | -0.691920 | -0.820279 | 0.068248 | -0.017453 | 1.114854 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 0.999167 | -0.310619 | -0.911019 | 0.924668 | -0.435279 | -0.651580 | 0.681066 | -0.922524 | 0.999167 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.096309 | -0.642396 | -0.866200 | 1.096309 | 0.050534 | -0.313486 | -0.545744 | -1.316700 | -0.145377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 0.958850 | -0.326592 | -1.178128 | -0.735971 | -0.686787 | 0.632672 | 0.385180 | -0.297067 | 0.958850 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 6.719149 | -1.303435 | -0.667833 | 0.324822 | 1.045284 | 6.719149 | 3.691055 | 1.161122 | 0.798597 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 0.499048 | -1.830596 | -0.457924 | -0.176767 | 0.081703 | -0.025146 | 0.499048 | 0.106586 | -1.049472 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 0.296981 | -1.530430 | -0.047139 | -0.249520 | -0.163572 | -0.100417 | 0.114713 | 0.296981 | -0.982702 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 0.719614 | -0.737209 | -1.726733 | 0.719614 | 0.065861 | -0.666505 | 0.589673 | -0.754158 | -0.028271 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 1.866965 | -1.775364 | -0.339219 | -0.300581 | 0.021054 | 1.635991 | 1.866965 | 0.264204 | -0.777214 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 1.971259 | -0.048291 | -1.539920 | 0.132531 | 0.043350 | 1.181184 | 1.971259 | -0.119667 | 0.407463 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 1.772948 | -1.832519 | -0.463206 | 0.268466 | 0.612520 | 1.379169 | 1.772948 | 0.280043 | -0.389407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 1.024931 | -0.546089 | -1.251998 | 0.514259 | 0.224922 | 0.779231 | 0.928080 | -0.657169 | 1.024931 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 0.981817 | -1.678606 | -0.524020 | -0.105657 | 0.767673 | 0.981817 | -0.004147 | 0.052857 | -0.732927 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 0.743961 | -0.599654 | 0.272360 | 0.404346 | 0.542570 | 0.743961 | -0.121861 | -0.151939 | -0.238291 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 0.671873 | -0.767220 | 0.258068 | -0.512468 | -0.604568 | 0.412935 | -0.109645 | 0.671873 | -0.034380 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 1.444340 | -0.027207 | -1.379625 | 0.632705 | -0.179135 | 1.444340 | 0.377619 | 0.786976 | 0.397778 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Discontinuties | 1.280856 | -0.837929 | -1.683234 | 0.845115 | 0.422761 | 0.500992 | 0.055413 | 1.280856 | 1.083683 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 2.251449 | -1.155042 | -0.794601 | 0.099408 | 0.062564 | 1.674655 | 2.251449 | 0.097794 | 0.066757 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 2.315334 | -0.543831 | -0.359708 | 0.501598 | 0.919274 | 2.259976 | 2.315334 | -0.066931 | -0.865148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 1.035449 | 0.340637 | -0.586068 | -0.753752 | -0.567539 | -0.018054 | 1.035449 | 0.189000 | 0.476300 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.078250 | -0.931594 | -0.019078 | 0.332975 | 1.078250 | 1.073902 | 0.678498 | -0.055516 | -0.408165 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.476093 | -0.277252 | -1.247778 | 1.476093 | 0.293440 | 1.363290 | 0.761470 | -1.014832 | -0.040204 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 1.219090 | -1.472762 | -0.230469 | 0.167664 | 0.914159 | 1.096847 | 1.219090 | 0.643629 | -1.056962 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 0.810915 | -1.481734 | -0.511654 | 0.156155 | 0.043348 | 0.810915 | -0.124055 | -0.040173 | -0.656216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 1.778226 | -1.564027 | -0.203194 | 0.460696 | 1.202896 | 0.757617 | 0.710385 | 1.778226 | -0.307530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Variability | 119.726959 | -0.003635 | -0.614311 | 5.069639 | 1.410796 | 119.726959 | 0.803471 | 6.809935 | -0.376120 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | 1.165473 | 1.165473 | -0.027514 | -0.503244 | -0.497119 | -0.087503 | 0.795261 | -0.436378 | -0.245841 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 1.891054 | -1.072048 | -0.443822 | 0.711382 | 0.890394 | 0.593046 | 1.891054 | -0.280320 | -0.872837 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 0.712671 | -0.772946 | -2.058118 | 0.382089 | -0.017199 | 0.712671 | 0.004210 | -0.033283 | -0.355345 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.329072 | -1.322314 | -0.721050 | 1.329072 | 0.914301 | 0.150514 | -0.346054 | 0.958997 | 0.799463 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 0.884482 | -1.334099 | -0.161909 | 0.352839 | 0.884482 | 0.165150 | 0.251114 | 0.222048 | 0.534750 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 2.126522 | -0.258850 | -1.161696 | 1.491125 | 0.456129 | 0.595470 | 0.339840 | -0.438811 | 2.126522 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Temporal Variability | 31035.058971 | 1.123846 | 1.123846 | 1033.906763 | 1033.906763 | 31035.058971 | 31035.058971 | 6.547753 | 6.547753 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.591311 | 0.143759 | -1.491965 | 1.591311 | 0.474209 | 0.832892 | 0.226242 | -0.903409 | -0.264296 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | nn Temporal Discontinuties | 4.705717 | -0.190149 | -1.411942 | 1.412668 | 0.255961 | 1.746844 | 1.951456 | 3.484075 | 4.705717 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.647823 | 0.577890 | -1.286727 | 1.647823 | 0.574324 | 0.705231 | 0.229286 | -0.970787 | -0.096284 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 1.144611 | 0.087088 | -1.157382 | 1.144611 | 0.172675 | 0.093219 | -0.076797 | -0.838215 | -0.255997 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.100021 | -0.121515 | -1.136538 | 2.100021 | 0.437909 | 0.445120 | 0.783566 | -0.051250 | 1.012522 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.140411 | 0.104294 | -1.283777 | 2.140411 | 0.455254 | 0.235120 | 0.874328 | -1.375637 | 0.834621 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.137798 | 0.230421 | -1.273511 | 2.137798 | 0.702867 | -0.304131 | 0.296984 | -1.338043 | -0.311663 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 36 | 3 | digital_ok | ee Power | 2.339091 | -1.066844 | 0.595418 | 0.385902 | 2.339091 | 0.663924 | 0.749115 | 0.550528 | -0.817168 |